GitHub Repository

Score and rank 923 O*NET occupations for resilience to AI displacement across 10 attributes

3 starsPython

AI-Proof Careers Leaderboard

Name: AI-Proof Careers Leaderboard
Availability: InStock
Author: yoyothesheep

by yoyothesheep·Mar 9, 2026·2 points·0 comments

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AI Analysis

●MidNiche Gem

BLS data meets expert predictions for a career resilience ranking.

Strengths

•10-attribute scoring framework measures both defensive protections and offensive opportunities
•Combines BLS employment projections with analysis from Ng, LeCun, Chollet, Acemoglu

Weaknesses

•Static ranking without interactive exploration or personalized recommendations
•Scoring relies on Claude API calls making reproducibility dependent on external service

Post Description

I downloaded the Bureau of Labor Statistics (BLS)'s occupational data + openings + growth projections. Then since AI is moving so fast, I also analyzed predictions from technologists and experts who aren't as prone to hype, like Andrew Ng, Yann LeCun , François Chollet and Daron Acemoglu. Then I created a ranking for AI-resilience.

Would love feedback, critique, contributions, etc.

The leaderboard is hosted at https://ai-proof-careers.com/